RNS-Based Adaptive Compression Scheme for the Block Data in the Blockchain for IIoT

The Industrial Internet of Things (IIoT) is the essential component of Industry 4.0. Blockchain is a promising technology for secure data sharing and trustable cooperation between IIoT devices. However, the ever-growing transaction records make it difficult for the storage-limited IIoT devices to join the blockchain network. In this article, an adaptive compression scheme is proposed to decrease the storage volume on each node. In the scheme, the block body is compressed by representing the included transactions as their remainders stored in the distributed nodes. The original transaction could be recovered based on the Chinese remainder theorem. In particular, each node adapts its compression ratio according to its storage resource. The nodes storing more data have advantages in transaction recovery, introducing an incentive mechanism for efficient storage utilization. The theoretical analysis and simulation results show that the proposed scheme can achieve a high compression ratio with good service availability. The proposed scheme dramatically lowers the threshold for IIoT devices to join the blockchain network, which is important for the large-scale application of blockchain in Industry 4.0.

[1]  Keping Yu,et al.  A Blockchain-Based Shamir’s Threshold Cryptography Scheme for Data Protection in Industrial Internet of Things Settings , 2022, IEEE Internet of Things Journal.

[2]  Sotirios K. Goudos,et al.  Blockchain-Empowered Decentralized Horizontal Federated Learning for 5G-Enabled UAVs , 2022, IEEE Transactions on Industrial Informatics.

[3]  Chen Wang,et al.  Safeguarding cross-silo federated learning with local differential privacy , 2021, Digit. Commun. Networks.

[4]  Thomas Lagkas,et al.  Modeling, Detecting, and Mitigating Threats Against Industrial Healthcare Systems: A Combined Software Defined Networking and Reinforcement Learning Approach , 2021, IEEE Transactions on Industrial Informatics.

[5]  Ateeq Ur Rehman,et al.  A Secured and Intelligent Communication Scheme for IIoT-enabled Pervasive Edge Computing , 2021, IEEE Transactions on Industrial Informatics.

[6]  Dinesh Dash,et al.  BLWN: Blockchain-Based Lightweight Simplified Payment Verification in IoT-Assisted e-Healthcare , 2021, IEEE Systems Journal.

[7]  Yaser Jararweh,et al.  Blockchain-Enhanced Data Sharing With Traceable and Direct Revocation in IIoT , 2021, IEEE Transactions on Industrial Informatics.

[8]  Hui Yang,et al.  Distributed Blockchain-Based Trusted Multidomain Collaboration for Mobile Edge Computing in 5G and Beyond , 2020, IEEE Transactions on Industrial Informatics.

[9]  Feng Jia,et al.  Efficient Traceability Systems of Steel Products Using Blockchain-Based Industrial Internet of Things , 2020, IEEE Transactions on Industrial Informatics.

[10]  Yanli Ren,et al.  On Cloud Storage Optimization of Blockchain With a Clustering-Based Genetic Algorithm , 2020, IEEE Internet of Things Journal.

[11]  Yijie Wang,et al.  MiniChain: A lightweight protocol to combat the UTXO growth in public blockchain , 2020, J. Parallel Distributed Comput..

[12]  Adnan M. Abu-Mahfouz,et al.  From Industry 4.0 to Agriculture 4.0: Current Status, Enabling Technologies, and Research Challenges , 2020, IEEE Transactions on Industrial Informatics.

[13]  M. B. Mollah,et al.  Blockchain for Future Smart Grid: A Comprehensive Survey , 2019, IEEE Internet of Things Journal.

[14]  Yannan Li,et al.  Toward Data Security in Edge Intelligent IIoT , 2019, IEEE Network.

[15]  F. Richard Yu,et al.  A Survey on the Scalability of Blockchain Systems , 2019, IEEE Network.

[16]  Jinsheng Yang,et al.  Storage Mechanism Optimization in Blockchain System Based on Residual Number System , 2019, IEEE Access.

[17]  Khaled Salah,et al.  Blockchain-Based Soybean Traceability in Agricultural Supply Chain , 2019, IEEE Access.

[18]  Kai-Kit Wong,et al.  Blockchain-Empowered Decentralized Storage in Air-to-Ground Industrial Networks , 2019, IEEE Transactions on Industrial Informatics.

[19]  Yi Mu,et al.  Building Redactable Consortium Blockchain for Industrial Internet-of-Things , 2019, IEEE Transactions on Industrial Informatics.

[20]  Yi Li,et al.  An Innovative IPFS-Based Storage Model for Blockchain , 2018, 2018 IEEE/WIC/ACM International Conference on Web Intelligence (WI).

[21]  Mariana Raykova,et al.  RapidChain: Scaling Blockchain via Full Sharding , 2018, CCS.

[22]  Kusprasapta Mutijarsa,et al.  Block Summarization and Compression in Bitcoin Blockchain , 2018, 2018 International Symposium on Electronics and Smart Devices (ISESD).

[23]  Lajos Rónyai,et al.  Bloom Filter with a False Positive Free Zone , 2018, IEEE INFOCOM 2018 - IEEE Conference on Computer Communications.

[24]  Aashaka Shah,et al.  Empowering Light Nodes in Blockchains with Block Summarization , 2018, 2018 9th IFIP International Conference on New Technologies, Mobility and Security (NTMS).

[25]  Philip C. Treleaven,et al.  Blockchain Technology in Finance , 2017, Computer.

[26]  Neeraj Kumar,et al.  Peer-to-Peer Cooperative Caching for Data Dissemination in Urban Vehicular Communications , 2014, IEEE Systems Journal.

[27]  Ingmar Baumgart,et al.  S/Kademlia: A practicable approach towards secure key-based routing , 2007, 2007 International Conference on Parallel and Distributed Systems.

[28]  Daniel Davis Wood ETHEREUM: A SECURE DECENTRALISED GENERALISED TRANSACTION LEDGER , 2014 .

[29]  J. D. Bruce The Mini-Blockchain Scheme , 2014 .